SOTAVerified

Novel View Synthesis

Synthesize a target image with an arbitrary target camera pose from given source images and their camera poses.

See Wiki for more introductions.

The Synthesis method include: NeRF, MPI and so on.

( Image credit: Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence )

Papers

Showing 401450 of 1441 papers

TitleStatusHype
Anti-Aliased 2D Gaussian SplattingCode1
GTA: A Geometry-Aware Attention Mechanism for Multi-View TransformersCode1
3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-SplattingCode1
NeRF-SR: High-Quality Neural Radiance Fields using SupersamplingCode1
DaRF: Boosting Radiance Fields from Sparse Inputs with Monocular Depth AdaptationCode1
SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene DestructionCode1
DReg-NeRF: Deep Registration for Neural Radiance FieldsCode1
Animatable Neural Radiance Fields from Monocular RGB VideosCode1
Coarse-To-Fine Tensor Trains for Compact Visual RepresentationsCode1
DreamComposer: Controllable 3D Object Generation via Multi-View ConditionsCode1
GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View SynthesisCode1
GS-I^3: Gaussian Splatting for Surface Reconstruction from Illumination-Inconsistent ImagesCode1
G-Style: Stylized Gaussian SplattingCode1
NeuralMVS: Bridging Multi-View Stereo and Novel View SynthesisCode1
Sampling Neural Radiance Fields for Refractive ObjectsCode1
Self-Ensembling Gaussian Splatting for Few-Shot Novel View SynthesisCode1
Animatable 3D Gaussian: Fast and High-Quality Reconstruction of Multiple Human AvatarsCode1
NeurMiPs: Neural Mixture of Planar Experts for View SynthesisCode1
GP-GS: Gaussian Processes for Enhanced Gaussian SplattingCode1
Does 3D Gaussian Splatting Need Accurate Volumetric Rendering?Code1
Next-Scale Autoregressive Models are Zero-Shot Single-Image Object View SynthesizersCode1
RPBG: Towards Robust Neural Point-based Graphics in the WildCode1
A Neural Rendering Framework for Free-Viewpoint RelightingCode1
City-on-Web: Real-time Neural Rendering of Large-scale Scenes on the WebCode1
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene PriorsCode1
GRAF: Generative Radiance Fields for 3D-Aware Image SynthesisCode1
RS-NeRF: Neural Radiance Fields from Rolling Shutter ImagesCode1
Novel View Synthesis via Depth-guided Skip ConnectionsCode1
Free3D: Consistent Novel View Synthesis without 3D RepresentationCode1
GNeRF: GAN-based Neural Radiance Field without Posed CameraCode1
altiro3D: Scene representation from single image and novel view synthesisCode1
GIR: 3D Gaussian Inverse Rendering for Relightable Scene FactorizationCode1
GS-EVT: Cross-Modal Event Camera Tracking based on Gaussian SplattingCode1
Free View SynthesisCode1
Geometry-Free View Synthesis: Transformers and no 3D PriorsCode1
GeoNeRF: Generalizing NeRF with Geometry PriorsCode1
OmniSeg3D: Omniversal 3D Segmentation via Hierarchical Contrastive LearningCode1
Frequency-Modulated Point Cloud Rendering with Easy EditingCode1
G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View ImagesCode1
RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View ImagesCode1
RT-GS2: Real-Time Generalizable Semantic Segmentation for 3D Gaussian Representations of Radiance FieldsCode1
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer ParadigmCode1
Direct-PoseNet: Absolute Pose Regression with Photometric ConsistencyCode1
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint SynthesisCode1
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal SamplingCode1
Gaussians-to-Life: Text-Driven Animation of 3D Gaussian Splatting ScenesCode1
3D GAN Inversion with Pose OptimizationCode1
Generalizable Neural Performer: Learning Robust Radiance Fields for Human Novel View SynthesisCode1
Multi-task View Synthesis with Neural Radiance FieldsCode1
Robust 3D Gaussian Splatting for Novel View Synthesis in Presence of DistractorsCode1
Show:102550
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiXPSNR27.39Unverified
2JAXNeRFPSNR26.92Unverified
3K-Planes (hybrid)PSNR26.92Unverified
4Plenoxels + NeRFLiXPSNR26.9Unverified
5K-Planes (explicit)PSNR26.78Unverified
6TensoRFPSNR26.73Unverified
7NeRFPSNR26.5Unverified
8PlenoxelsPSNR26.29Unverified
9HyperReelPSNR26.2Unverified
10MobileNeRFPSNR25.91Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFLPIPS0.52Unverified
2MobileNeRFLPIPS0.47Unverified
3NeRF++LPIPS0.43Unverified
4C3DGSLPIPS0.25Unverified
5Compressed 3D Gaussian SplattingLPIPS0.24Unverified
6HAC 3DGSLPIPS0.23Unverified
7Compact3DLPIPS0.23Unverified
8Self-Organizing GaussiansLPIPS0.22Unverified
93D Gaussian SplattingLPIPS0.21Unverified
10LightGaussianLPIPS0.21Unverified
#ModelMetricClaimedVerifiedStatus
1Deformable Beta SplattingPSNR34.66Unverified
2Self-Organizing GaussiansPSNR33.7Unverified
3I-NGPPSNR33.18Unverified
4TensoRFPSNR33.14Unverified
5K-Planes (hybrid)PSNR32.36Unverified
6K-Planes (explicit)PSNR32.21Unverified
7PlenoxelsPSNR31.71Unverified
8JAXNeRFPSNR31.65Unverified
9NeRFPSNR31Unverified
10MobileNeRFPSNR30.9Unverified
#ModelMetricClaimedVerifiedStatus
1TensoRF + NeRFLiX++PSNR29.24Unverified
2TensoRF + NeRFLiXPSNR28.94Unverified
3Plenoxels + NeRFLiXPSNR28.61Unverified
4Self-Organizing GaussiansPSNR25.63Unverified
5HAC 3DGSPSNR24.4Unverified
6Compact3DPSNR23.47Unverified
73D Gaussian SplattingPSNR23.14Unverified
8Mip-NERF 360PSNR19.65Unverified
9DIVeR + NeRFLiXSSIM0.92Unverified
10C3DGSPSNR0.23Unverified
#ModelMetricClaimedVerifiedStatus
1R3F-OracleAverage PSNR (dB)29.34Unverified
2Zip-NeRFAverage PSNR (dB)26.11Unverified
3R3FAverage PSNR (dB)24.95Unverified
4Ray Deformation NetworkAverage PSNR (dB)23.13Unverified
5Rose-NeRFAverage PSNR (dB)22.86Unverified
6NeuSAverage PSNR (dB)19.62Unverified
7SplatfactoAverage PSNR (dB)19.53Unverified
8TNSRAverage PSNR (dB)18.64Unverified
#ModelMetricClaimedVerifiedStatus
1HyperReelPSNR35.1Unverified
2Instant NGPPSNR33.1Unverified
3AdaNeRFPSNR30.9Unverified
4NeRFPSNR30.9Unverified
5DoNeRFPSNR30.8Unverified
6TermiNeRFPSNR29.8Unverified
#ModelMetricClaimedVerifiedStatus
1SAX-NeRFPSNR51.37Unverified
2NAFPSNR38.81Unverified
3TensoRFPSNR37.67Unverified
4NeATPSNR36.01Unverified
5NeRFPSNR32.49Unverified
6InTomoPSNR31.96Unverified
#ModelMetricClaimedVerifiedStatus
1Pixel-NeRF (env: Google Scan)PSNR14.59Unverified
2Pixel-NeRF (env: Bricks)PSNR12.15Unverified
3Pixel-NeRF (env: ABC)PSNR12.15Unverified
4Pixel-NeRF (env: Amz. Ber.)PSNR12.13Unverified
#ModelMetricClaimedVerifiedStatus
13DGEERPSNR31.5Unverified
23DGUTPSNR30.64Unverified
3EVERPSNR29.47Unverified
4FisheyeGSPSNR27.81Unverified
#ModelMetricClaimedVerifiedStatus
1impl.-nodepthFID42.88Unverified
2hybridNLL5.34Unverified
3impl.-catdepthSSIM0.42Unverified
#ModelMetricClaimedVerifiedStatus
1StereoLayers (8 layers)LPIPS0.11Unverified
2StereoLayers (2 layers)LPIPS0.1Unverified
3StereoLayersLPIPS0.1Unverified
#ModelMetricClaimedVerifiedStatus
1HDR-GSAverage PSNR38.37Unverified
2HDR-NeRFAverage PSNR36.4Unverified
#ModelMetricClaimedVerifiedStatus
1NeRFtrinsic FourAverage PSNR27.15Unverified
2NeRF--Average PSNR23.92Unverified
#ModelMetricClaimedVerifiedStatus
1HybridFID48.84Unverified
2Impl.-depthNLL4.84Unverified
#ModelMetricClaimedVerifiedStatus
1Gear-NeRFPSNR32.21Unverified
#ModelMetricClaimedVerifiedStatus
1Self-Organizing GaussiansLPIPS0.26Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.14Unverified
#ModelMetricClaimedVerifiedStatus
1READAverage PSNR23.28Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.63Unverified
#ModelMetricClaimedVerifiedStatus
1Single NeRF + Share./Inst. NetLPIPS0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.92Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.9Unverified
#ModelMetricClaimedVerifiedStatus
1Multi-view to Novel ViewSSIM0.7Unverified